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perf(lineage): Rewrite lineage query for Elastic graph store (#9552)
This commit is contained in:
Shirshanka Das
GitHub
parent
83b904e379
commit
186b6f942d
@ -336,17 +336,10 @@ public class ESGraphQueryDAO {
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Collectors.toMap(
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Function.identity(),
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entityType -> lineageRegistry.getLineageRelationships(entityType, direction)));
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BoolQueryBuilder finalQuery = QueryBuilders.boolQuery();
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// Get all relation types relevant to the set of urns to hop from
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urnsPerEntityType.forEach(
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(entityType, urns) ->
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finalQuery.should(
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getQueryForLineage(
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urns,
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edgesPerEntityType.getOrDefault(entityType, Collections.emptyList()),
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graphFilters,
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startTimeMillis,
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endTimeMillis)));
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QueryBuilder finalQuery =
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getLineageQuery(
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urnsPerEntityType, edgesPerEntityType, graphFilters, startTimeMillis, endTimeMillis);
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SearchResponse response =
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executeSearchQuery(finalQuery, 0, graphQueryConfiguration.getMaxResult());
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Set<Urn> entityUrnSet = new HashSet<>(entityUrns);
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@ -361,18 +354,53 @@ public class ESGraphQueryDAO {
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entityUrnSet, response, validEdges, visitedEntities, numHops, existingPaths);
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}
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// Get search query for given list of edges and source urns
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@VisibleForTesting
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public static QueryBuilder getQueryForLineage(
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@Nonnull List<Urn> urns,
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@Nonnull List<EdgeInfo> lineageEdges,
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public static QueryBuilder getLineageQuery(
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@Nonnull Map<String, List<Urn>> urnsPerEntityType,
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@Nonnull Map<String, List<EdgeInfo>> edgesPerEntityType,
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@Nonnull GraphFilters graphFilters,
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@Nullable Long startTimeMillis,
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@Nullable Long endTimeMillis) {
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BoolQueryBuilder query = QueryBuilders.boolQuery();
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if (lineageEdges.isEmpty()) {
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return query;
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BoolQueryBuilder entityTypeQueries = QueryBuilders.boolQuery();
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// Get all relation types relevant to the set of urns to hop from
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urnsPerEntityType.forEach(
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(entityType, urns) -> {
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if (edgesPerEntityType.containsKey(entityType)
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&& !edgesPerEntityType.get(entityType).isEmpty()) {
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entityTypeQueries.should(
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getLineageQueryForEntityType(
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urns, edgesPerEntityType.get(entityType), graphFilters));
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}
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});
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BoolQueryBuilder finalQuery = QueryBuilders.boolQuery();
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finalQuery.filter(entityTypeQueries);
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finalQuery.filter(buildEntityTypesFilter(graphFilters.getAllowedEntityTypes(), SOURCE));
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finalQuery.filter(buildEntityTypesFilter(graphFilters.getAllowedEntityTypes(), DESTINATION));
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/*
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* Optional - Add edge filtering based on time windows.
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*/
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if (startTimeMillis != null && endTimeMillis != null) {
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finalQuery.filter(TimeFilterUtils.getEdgeTimeFilterQuery(startTimeMillis, endTimeMillis));
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} else {
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log.debug(
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String.format(
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"Empty time filter range provided: start time %s, end time: %s. Skipping application of time filters",
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startTimeMillis, endTimeMillis));
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}
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return finalQuery;
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}
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// Get search query for given list of edges and source urns
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@VisibleForTesting
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public static QueryBuilder getLineageQueryForEntityType(
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@Nonnull List<Urn> urns,
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@Nonnull List<EdgeInfo> lineageEdges,
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@Nonnull GraphFilters graphFilters) {
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BoolQueryBuilder query = QueryBuilders.boolQuery();
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Map<RelationshipDirection, List<EdgeInfo>> edgesByDirection =
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lineageEdges.stream().collect(Collectors.groupingBy(EdgeInfo::getDirection));
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@ -388,18 +416,6 @@ public class ESGraphQueryDAO {
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query.should(getIncomingEdgeQuery(urns, incomingEdges, graphFilters));
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}
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/*
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* Optional - Add edge filtering based on time windows.
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*/
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if (startTimeMillis != null && endTimeMillis != null) {
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query.must(TimeFilterUtils.getEdgeTimeFilterQuery(startTimeMillis, endTimeMillis));
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} else {
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log.debug(
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String.format(
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"Empty time filter range provided: start time %s, end time: %s. Skipping application of time filters",
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startTimeMillis, endTimeMillis));
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}
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return query;
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}
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@ -601,9 +617,6 @@ public class ESGraphQueryDAO {
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BoolQueryBuilder outgoingEdgeQuery = QueryBuilders.boolQuery();
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outgoingEdgeQuery.must(buildUrnFilters(urns, SOURCE));
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outgoingEdgeQuery.must(buildEdgeFilters(outgoingEdges));
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outgoingEdgeQuery.must(buildEntityTypesFilter(graphFilters.getAllowedEntityTypes(), SOURCE));
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outgoingEdgeQuery.must(
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buildEntityTypesFilter(graphFilters.getAllowedEntityTypes(), DESTINATION));
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return outgoingEdgeQuery;
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}
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@ -612,9 +625,6 @@ public class ESGraphQueryDAO {
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BoolQueryBuilder incomingEdgeQuery = QueryBuilders.boolQuery();
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incomingEdgeQuery.must(buildUrnFilters(urns, DESTINATION));
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incomingEdgeQuery.must(buildEdgeFilters(incomingEdges));
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incomingEdgeQuery.must(buildEntityTypesFilter(graphFilters.getAllowedEntityTypes(), SOURCE));
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incomingEdgeQuery.must(
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buildEntityTypesFilter(graphFilters.getAllowedEntityTypes(), DESTINATION));
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return incomingEdgeQuery;
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}
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@ -23,16 +23,40 @@ import org.testng.annotations.Test;
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public class ESGraphQueryDAOTest {
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private static final String TEST_QUERY_FILE =
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"elasticsearch/sample_filters/lineage_query_filters_1.json";
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private static final String TEST_QUERY_FILE_LIMITED =
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"elasticsearch/sample_filters/lineage_query_filters_limited.json";
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private static final String TEST_QUERY_FILE_FULL =
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"elasticsearch/sample_filters/lineage_query_filters_full.json";
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private static final String TEST_QUERY_FILE_FULL_EMPTY_FILTERS =
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"elasticsearch/sample_filters/lineage_query_filters_full_empty_filters.json";
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private static final String TEST_QUERY_FILE_FULL_MULTIPLE_FILTERS =
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"elasticsearch/sample_filters/lineage_query_filters_full_multiple_filters.json";
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@Test
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private static void testGetQueryForLineageFullArguments() throws Exception {
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URL url = Resources.getResource(TEST_QUERY_FILE);
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String expectedQuery = Resources.toString(url, StandardCharsets.UTF_8);
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URL urlLimited = Resources.getResource(TEST_QUERY_FILE_LIMITED);
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String expectedQueryLimited = Resources.toString(urlLimited, StandardCharsets.UTF_8);
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URL urlFull = Resources.getResource(TEST_QUERY_FILE_FULL);
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String expectedQueryFull = Resources.toString(urlFull, StandardCharsets.UTF_8);
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URL urlFullEmptyFilters = Resources.getResource(TEST_QUERY_FILE_FULL_EMPTY_FILTERS);
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String expectedQueryFullEmptyFilters =
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Resources.toString(urlFullEmptyFilters, StandardCharsets.UTF_8);
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URL urlFullMultipleFilters = Resources.getResource(TEST_QUERY_FILE_FULL_MULTIPLE_FILTERS);
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String expectedQueryFullMultipleFilters =
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Resources.toString(urlFullMultipleFilters, StandardCharsets.UTF_8);
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List<Urn> urns = new ArrayList<>();
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List<Urn> urns = List.of(Urn.createFromString("urn:li:dataset:test-urn"));
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List<Urn> urnsMultiple1 =
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ImmutableList.of(
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UrnUtils.getUrn("urn:li:dataset:test-urn"),
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UrnUtils.getUrn("urn:li:dataset:test-urn2"),
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UrnUtils.getUrn("urn:li:dataset:test-urn3"));
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List<Urn> urnsMultiple2 =
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ImmutableList.of(
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UrnUtils.getUrn("urn:li:chart:test-urn"),
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UrnUtils.getUrn("urn:li:chart:test-urn2"),
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UrnUtils.getUrn("urn:li:chart:test-urn3"));
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List<LineageRegistry.EdgeInfo> edgeInfos =
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new ArrayList<>(
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ImmutableList.of(
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@ -40,14 +64,64 @@ public class ESGraphQueryDAOTest {
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"DownstreamOf",
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RelationshipDirection.INCOMING,
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Constants.DATASET_ENTITY_NAME)));
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List<LineageRegistry.EdgeInfo> edgeInfosMultiple1 =
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ImmutableList.of(
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new LineageRegistry.EdgeInfo(
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"DownstreamOf", RelationshipDirection.OUTGOING, Constants.DATASET_ENTITY_NAME),
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new LineageRegistry.EdgeInfo(
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"Consumes", RelationshipDirection.OUTGOING, Constants.DATASET_ENTITY_NAME));
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List<LineageRegistry.EdgeInfo> edgeInfosMultiple2 =
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ImmutableList.of(
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new LineageRegistry.EdgeInfo(
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"DownstreamOf", RelationshipDirection.OUTGOING, Constants.DATA_JOB_ENTITY_NAME),
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new LineageRegistry.EdgeInfo(
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"Consumes", RelationshipDirection.OUTGOING, Constants.DATA_JOB_ENTITY_NAME));
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String entityType = "testEntityType";
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Map<String, List<Urn>> urnsPerEntityType = Map.of(entityType, urns);
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Map<String, List<Urn>> urnsPerEntityTypeMultiple =
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Map.of(
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Constants.DATASET_ENTITY_NAME,
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urnsMultiple1,
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Constants.CHART_ENTITY_NAME,
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urnsMultiple2);
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Map<String, List<LineageRegistry.EdgeInfo>> edgesPerEntityType = Map.of(entityType, edgeInfos);
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Map<String, List<LineageRegistry.EdgeInfo>> edgesPerEntityTypeMultiple =
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Map.of(
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Constants.DATASET_ENTITY_NAME, edgeInfosMultiple1,
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Constants.DATA_JOB_ENTITY_NAME, edgeInfosMultiple2);
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GraphFilters graphFilters = new GraphFilters(ImmutableList.of(Constants.DATASET_ENTITY_NAME));
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GraphFilters graphFiltersMultiple =
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new GraphFilters(
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ImmutableList.of(
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Constants.DATASET_ENTITY_NAME,
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Constants.DASHBOARD_ENTITY_NAME,
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Constants.DATA_JOB_ENTITY_NAME));
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Long startTime = 0L;
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Long endTime = 1L;
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QueryBuilder builder =
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ESGraphQueryDAO.getQueryForLineage(urns, edgeInfos, graphFilters, startTime, endTime);
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QueryBuilder limitedBuilder =
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ESGraphQueryDAO.getLineageQueryForEntityType(urns, edgeInfos, graphFilters);
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Assert.assertEquals(builder.toString(), expectedQuery);
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QueryBuilder fullBuilder =
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ESGraphQueryDAO.getLineageQuery(
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urnsPerEntityType, edgesPerEntityType, graphFilters, startTime, endTime);
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QueryBuilder fullBuilderEmptyFilters =
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ESGraphQueryDAO.getLineageQuery(
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urnsPerEntityType, edgesPerEntityType, GraphFilters.emptyGraphFilters, null, null);
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QueryBuilder fullBuilderMultipleFilters =
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ESGraphQueryDAO.getLineageQuery(
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urnsPerEntityTypeMultiple,
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edgesPerEntityTypeMultiple,
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graphFiltersMultiple,
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startTime,
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endTime);
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Assert.assertEquals(limitedBuilder.toString(), expectedQueryLimited);
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Assert.assertEquals(fullBuilder.toString(), expectedQueryFull);
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Assert.assertEquals(fullBuilderEmptyFilters.toString(), expectedQueryFullEmptyFilters);
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Assert.assertEquals(fullBuilderMultipleFilters.toString(), expectedQueryFullMultipleFilters);
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}
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@Test
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@ -1,6 +1,62 @@
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{
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"bool" : {
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"must" : [
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"filter" : [
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{
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"bool" : {
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"should" : [
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{
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"bool" : {
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"should" : [
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{
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"bool" : {
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"must" : [
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{
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"terms" : {
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"destination.urn" : [
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"urn:li:dataset:test-urn"
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],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"relationshipType" : [
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"DownstreamOf"
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],
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"source.entityType" : [
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"dataset"
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],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"destination.entityType" : [
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"dataset"
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],
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"boost" : 1.0
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}
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},
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{
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"bool" : {
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"should" : [
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@ -160,46 +216,6 @@
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}
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}
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],
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"should" : [
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{
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"bool" : {
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"must" : [
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{
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"terms" : {
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"destination.urn" : [ ],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"relationshipType" : [
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"DownstreamOf"
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],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"source.entityType" : [
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"dataset"
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],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"destination.entityType" : [
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"dataset"
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],
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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@ -0,0 +1,60 @@
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{
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"bool" : {
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"filter" : [
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{
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"bool" : {
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"should" : [
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{
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"bool" : {
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"should" : [
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{
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"bool" : {
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"must" : [
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{
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"terms" : {
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"destination.urn" : [
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"urn:li:dataset:test-urn"
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],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"relationshipType" : [
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"DownstreamOf"
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],
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"source.entityType" : [ ],
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"destination.entityType" : [ ],
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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@ -0,0 +1,229 @@
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{
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"bool" : {
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"filter" : [
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{
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"bool" : {
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"should" : [
|
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{
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"bool" : {
|
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"should" : [
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{
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"bool" : {
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"must" : [
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{
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"terms" : {
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"source.urn" : [
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"urn:li:dataset:test-urn",
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"urn:li:dataset:test-urn2",
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"urn:li:dataset:test-urn3"
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],
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"boost" : 1.0
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}
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},
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{
|
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"terms" : {
|
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"relationshipType" : [
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"DownstreamOf",
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"Consumes"
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],
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"boost" : 1.0
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}
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}
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],
|
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
|
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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}
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],
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"adjust_pure_negative" : true,
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"boost" : 1.0
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}
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},
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{
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"terms" : {
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"source.entityType" : [
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"dataset",
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"dashboard",
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"dataJob"
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],
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"boost" : 1.0
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}
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},
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{
|
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"terms" : {
|
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"destination.entityType" : [
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"dataset",
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"dashboard",
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"dataJob"
|
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],
|
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"boost" : 1.0
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}
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},
|
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{
|
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"bool" : {
|
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"should" : [
|
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{
|
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"bool" : {
|
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"should" : [
|
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{
|
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"bool" : {
|
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"must" : [
|
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{
|
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"exists" : {
|
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"field" : "createdOn",
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"boost" : 1.0
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}
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},
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{
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"range" : {
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"createdOn" : {
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"from" : 0,
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"to" : 1,
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"include_lower" : true,
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"include_upper" : true,
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"boost" : 1.0
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}
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}
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||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"bool" : {
|
||||
"must" : [
|
||||
{
|
||||
"exists" : {
|
||||
"field" : "updatedOn",
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"range" : {
|
||||
"updatedOn" : {
|
||||
"from" : 0,
|
||||
"to" : 1,
|
||||
"include_lower" : true,
|
||||
"include_upper" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"bool" : {
|
||||
"must" : [
|
||||
{
|
||||
"bool" : {
|
||||
"should" : [
|
||||
{
|
||||
"bool" : {
|
||||
"must_not" : [
|
||||
{
|
||||
"exists" : {
|
||||
"field" : "createdOn",
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"bool" : {
|
||||
"must" : [
|
||||
{
|
||||
"term" : {
|
||||
"createdOn" : {
|
||||
"value" : 0,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"bool" : {
|
||||
"should" : [
|
||||
{
|
||||
"bool" : {
|
||||
"must_not" : [
|
||||
{
|
||||
"exists" : {
|
||||
"field" : "updatedOn",
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"bool" : {
|
||||
"must" : [
|
||||
{
|
||||
"term" : {
|
||||
"updatedOn" : {
|
||||
"value" : 0,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"term" : {
|
||||
"properties.source" : {
|
||||
"value" : "UI",
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
@ -0,0 +1,32 @@
|
||||
{
|
||||
"bool" : {
|
||||
"should" : [
|
||||
{
|
||||
"bool" : {
|
||||
"must" : [
|
||||
{
|
||||
"terms" : {
|
||||
"destination.urn" : [
|
||||
"urn:li:dataset:test-urn"
|
||||
],
|
||||
"boost" : 1.0
|
||||
}
|
||||
},
|
||||
{
|
||||
"terms" : {
|
||||
"relationshipType" : [
|
||||
"DownstreamOf"
|
||||
],
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
],
|
||||
"adjust_pure_negative" : true,
|
||||
"boost" : 1.0
|
||||
}
|
||||
}
|
||||
Loading…
x
Reference in New Issue
Block a user